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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Multi-document Question Answering | 9 | 13 | Jul 2, 2026 | |
| One-class classification | 9 | 5 | Feb 18, 2026 | |
| Image Classification Unlearning | 9 | 2 | May 18, 2026 | |
| Non-rigid registration | 9 | 4 | Apr 10, 2026 | |
| 3D Object Retrieval | 9 | 2 | Apr 23, 2026 | |
| Combinatorial Auctions | 9 | 2 | May 29, 2026 | |
| Illuminant Estimation | 9 | 5 | Jun 15, 2026 | |
| Jailbreak Safety Evaluation | 9 | 9 | Jun 16, 2026 | |
| Human move prediction |
| 9 |
| 2 |
| May 20, 2026 |
| Target Aspect Sentiment Detection | 9 | 4 | May 28, 2026 |
|---|
| Surgical Video Question Answering | 9 | 4 | Jun 17, 2026 |
|---|
| 3D Scene Segmentation | 9 | 5 | May 18, 2026 |
|---|
| Automated Speech Recognition | 9 | 8 | Mar 26, 2026 |
|---|
| Evolutionary Multi-Task Optimization | 9 | 1 | Apr 1, 2026 |
|---|
| Steady-state PDE Solving | 9 | 2 | Jun 9, 2026 |
|---|
| Tumor classification | 9 | 6 | Jun 29, 2026 |
|---|
| ASR rescoring | 9 | 5 | Feb 18, 2026 |
|---|
| Subjective Evaluation | 9 | 4 | Apr 10, 2026 |
|---|
| ICU Admission prediction | 9 | 2 | Mar 18, 2026 |
|---|
| Object Part Segmentation | 9 | 7 | Jun 11, 2026 |
|---|
| Unsupervised Machine Translation | 9 | 1 | Feb 18, 2026 |
|---|
| Outcome Prediction | 9 | 4 | Jun 26, 2026 |
|---|
| Joint audio-video generation | 9 | 8 | May 13, 2026 |
|---|
| Gaze target estimation | 9 | 6 | Jul 7, 2026 |
|---|
| Infrared-Visible Video Fusion | 9 | 2 | May 26, 2026 |
|---|